1. Cornel Joseph, PhD, corresponding author, Department of Geography and Economics, Mkwawa University College of Education, University of Dar es Salaam, Dar es Salaam, Tanzania. Email: cjmlacha@gmail.com
2. Vincent Leyaro, PhD, School of Economics, University of Dar es Salaam, Dar es Salaam, Tanzania.